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Practitioners Course in Descriptive Predictive and Prescriptive Analytics
Online
8 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIT Kanpur |
The Syllabus
- Introduction
- Analytics for Decision Making Support
- Decision Needs and Analytics
- Systems, Models and Modeling Process
- Types of Models
- Data and its Types
- Overview of Probability
- Statistics and Analytics (Private)
- Descriptive Statistics - Graphical Tools (Private)
- Frequency Distribution & Histogram
- Stem and Leaf Plot
- Box Plots
- Business Intelligence & Analytics
- Normal Distribution
- Sampling
- Sampling Techniques
- Hypothesis Testing
- Hypothesis Testing continued
- Machine Learning
- Correlation
- Correlation continued
- Regression
- Analysis of Varience (ANOVA) Part 1
- Analysis of Varience (ANOVA) Part 2
- Machine Learning Part 2
- Machine Learning Part 3
- Machine Learning Part 4
- Machine Learning Part 5
Instructors
Articles
26 May'25, 09:45 AM
22 Jun'24, 08:11 AM
4 Mar'24, 05:03 AM
3 Jun'22, 05:57 AM
2 Mar'22, 08:48 AM
26 May'25, 09:45 AM
22 Jun'24, 08:11 AM
4 Mar'24, 05:03 AM
3 Jun'22, 05:57 AM
2 Mar'22, 08:48 AM